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OpenAdvisories
Medium · 5.5 CVE-2021-41202 BIT-tensorflow-2021-41202EUVD-2021-0425GHSA-xrqm-fpgr-6hhxPYSEC-2021-395PYSEC-2021-612PYSEC-2021-810

Overflow/crash in `tf.range`

Published Nov 5, 2021 · Updated Aug 4, 2024 · Assigned by GitHub_M

Description

TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conversion rules, both branches of the condition will be cast to `double` and the result would be truncated before the assignment. This result in overflows. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.

Affected products

VendorProductAffectedFixed
tensorflow tensorflow >= 2.6.0, < 2.6.1, >= 2.5.0, < 2.5.2, < 2.4.4 —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI tensorflow >= 2.6.0, < 2.6.1 2.6.1 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow >= 2.5.0, < 2.5.2 2.5.2 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow < 2.4.4 2.4.4 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow < 2.4.4 · >= 2.5.0, < 2.5.2 · >= 2.6.0, < 2.6.1 · >= 2.7.0rc0, < 2.7.0 2.4.4, 2.5.2, 2.6.1, 2.7.0 PYSEC-2021-395
PyPI tensorflow-cpu >= 2.6.0, < 2.6.1 2.6.1 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-cpu >= 2.5.0, < 2.5.2 2.5.2 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-cpu < 2.4.4 2.4.4 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-cpu < 2.4.4 · >= 2.5.0, < 2.5.2 · >= 2.6.0, < 2.6.1 · >= 2.7.0rc0, < 2.7.0 2.4.4, 2.5.2, 2.6.1, 2.7.0 PYSEC-2021-612
PyPI tensorflow-gpu >= 2.6.0, < 2.6.1 2.6.1 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-gpu >= 2.5.0, < 2.5.2 2.5.2 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-gpu < 2.4.4 2.4.4 GHSA-xrqm-fpgr-6hhx
PyPI tensorflow-gpu < 2.4.4 · >= 2.5.0, < 2.5.2 · >= 2.6.0, < 2.6.1 · >= 2.7.0rc0, < 2.7.0 2.4.4, 2.5.2, 2.6.1, 2.7.0 PYSEC-2021-810

References